| Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications | May 20, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Fast Online Exact Solutions for Deterministic MDPs with Sparse Rewards | May 8, 2018 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| On Improving Deep Reinforcement Learning for POMDPs | Apr 17, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| On Learning Intrinsic Rewards for Policy Gradient Methods | Apr 17, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
| UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits | Apr 16, 2018 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Policy Gradient With Value Function Approximation For Collective Multiagent Planning | Apr 9, 2018 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Hindsight is Only 50/50: Unsuitability of MDP based Approximate POMDP Solvers for Multi-resolution Information Gathering | Apr 7, 2018 | Decision MakingImitation Learning | —Unverified | 0 |
| Accelerating E-Commerce Search Engine Ranking by Contextual Factor Selection | Mar 14, 2018 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| Hierarchical Imitation and Reinforcement Learning | Mar 1, 2018 | Decision MakingImitation Learning | —Unverified | 0 |
| Deep Bayesian Bandits Showdown: An Empirical Comparison of Bayesian Deep Networks for Thompson Sampling | Feb 26, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Novel Approaches to Accelerating the Convergence Rate of Markov Decision Process for Search Result Diversification | Feb 23, 2018 | Decision MakingInformation Retrieval | —Unverified | 0 |
| Structured Control Nets for Deep Reinforcement Learning | Feb 22, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| An Anytime Algorithm for Task and Motion MDPs | Feb 16, 2018 | Decision MakingMotion Planning | —Unverified | 0 |
| MPC-Inspired Neural Network Policies for Sequential Decision Making | Feb 15, 2018 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Decomposition Methods with Deep Corrections for Reinforcement Learning | Feb 6, 2018 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process | Jan 25, 2018 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Testing Optimality of Sequential Decision-Making | Jan 4, 2018 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Learning Structural Weight Uncertainty for Sequential Decision-Making | Dec 30, 2017 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward | Dec 29, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Multi-shot Pedestrian Re-identification via Sequential Decision Making | Dec 19, 2017 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes | Dec 1, 2017 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Classification with Costly Features using Deep Reinforcement Learning | Nov 20, 2017 | ClassificationClassification with Costly Features | CodeCode Available | 0 |
| Loss Functions for Multiset Prediction | Nov 14, 2017 | Decision MakingPrediction | —Unverified | 0 |
| Servant of Many Masters: Shifting priorities in Pareto-optimal sequential decision-making | Oct 31, 2017 | Decision MakingSequential Decision Making | —Unverified | 0 |
| How Should a Robot Assess Risk? Towards an Axiomatic Theory of Risk in Robotics | Oct 30, 2017 | Decision MakingSequential Decision Making | —Unverified | 0 |
